SignVerse-2M / utils /stats_npz.py
Sen Fang
Fix pipeline bugs and sync cluster code changes
c7bc2d8
import fcntl
import json
import os
import time
import zipfile
from pathlib import Path
from typing import Dict, Iterable, Sequence
import numpy as np
STATUS_FIELDS = [
"sign_language",
"title",
"duration_sec",
"start_sec",
"end_sec",
"subtitle_languages",
"subtitle_dir_path",
"subtitle_en_source",
"raw_video_path",
"raw_metadata_path",
"metadata_status",
"subtitle_status",
"download_status",
"process_status",
"upload_status",
"local_cleanup_status",
"archive_name",
"last_error",
"updated_at",
]
def _lock_path(stats_path: Path) -> Path:
return stats_path.with_suffix(stats_path.suffix + ".lock")
def processed_complete_counter_path(stats_path: Path) -> Path:
return stats_path.parent / "processed_complete.count"
def _counter_lock_path(counter_path: Path) -> Path:
return counter_path.with_suffix(counter_path.suffix + ".lock")
def read_processed_complete_counter(counter_path: Path) -> int:
if not counter_path.exists():
return 0
try:
return int(counter_path.read_text(encoding="utf-8").strip() or "0")
except Exception:
return 0
def write_processed_complete_counter(counter_path: Path, value: int) -> int:
counter_path.parent.mkdir(parents=True, exist_ok=True)
normalized = max(0, int(value))
tmp_path = counter_path.parent / f".{counter_path.name}.{os.getpid()}.tmp"
try:
tmp_path.write_text(f"{normalized}\n", encoding="utf-8")
os.replace(tmp_path, counter_path)
finally:
if tmp_path.exists():
tmp_path.unlink(missing_ok=True)
return normalized
def adjust_processed_complete_counter(counter_path: Path, delta: int) -> int:
lock_path = _counter_lock_path(counter_path)
lock_path.parent.mkdir(parents=True, exist_ok=True)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
try:
current = read_processed_complete_counter(counter_path)
return write_processed_complete_counter(counter_path, current + int(delta))
finally:
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
def _load_stats_unlocked(stats_path: Path) -> Dict[str, Dict[str, str]]:
if not stats_path.exists() or stats_path.stat().st_size == 0:
return {}
stats: Dict[str, Dict[str, str]] = {}
with np.load(stats_path, allow_pickle=True) as data:
video_ids = [str(item) for item in data.get("video_ids", np.asarray([], dtype=object)).tolist()]
for index, video_id in enumerate(video_ids):
record = {}
for field in STATUS_FIELDS:
values = data.get(field)
record[field] = str(values[index]) if values is not None and index < len(values) else ""
stats[video_id] = record
return stats
def load_stats(stats_path: Path, retries: int = 8, retry_delay: float = 0.2) -> Dict[str, Dict[str, str]]:
if not stats_path.exists():
return {}
lock_path = _lock_path(stats_path)
lock_path.parent.mkdir(parents=True, exist_ok=True)
last_error: Exception | None = None
for _ in range(retries):
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_SH)
try:
return _load_stats_unlocked(stats_path)
except (EOFError, ValueError, OSError, zipfile.BadZipFile) as exc:
last_error = exc
finally:
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
time.sleep(retry_delay)
if last_error is not None:
raise last_error
return {}
def save_stats(stats_path: Path, stats: Dict[str, Dict[str, str]]) -> None:
stats_path.parent.mkdir(parents=True, exist_ok=True)
video_ids = sorted(stats)
payload = {"video_ids": np.asarray(video_ids, dtype=object)}
for field in STATUS_FIELDS:
payload[field] = np.asarray([stats[video_id].get(field, "") for video_id in video_ids], dtype=object)
tmp_path = stats_path.parent / f".{stats_path.stem}.{os.getpid()}.tmp.npz"
try:
np.savez(tmp_path, **payload)
os.replace(tmp_path, stats_path)
finally:
if tmp_path.exists():
tmp_path.unlink(missing_ok=True)
def ensure_record(stats: Dict[str, Dict[str, str]], video_id: str) -> Dict[str, str]:
if video_id not in stats:
stats[video_id] = {field: "" for field in STATUS_FIELDS}
return stats[video_id]
def update_video_stats(stats_path: Path, video_id: str, **updates: str) -> Dict[str, str]:
lock_path = _lock_path(stats_path)
lock_path.parent.mkdir(parents=True, exist_ok=True)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
stats = _load_stats_unlocked(stats_path)
record = ensure_record(stats, video_id)
for key, value in updates.items():
if key in STATUS_FIELDS:
record[key] = "" if value is None else str(value)
save_stats(stats_path, stats)
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
return dict(record)
def update_many_video_stats(stats_path: Path, video_ids: Iterable[str], **updates: str) -> None:
lock_path = _lock_path(stats_path)
lock_path.parent.mkdir(parents=True, exist_ok=True)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
stats = _load_stats_unlocked(stats_path)
for video_id in video_ids:
record = ensure_record(stats, video_id)
for key, value in updates.items():
if key in STATUS_FIELDS:
record[key] = "" if value is None else str(value)
save_stats(stats_path, stats)
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
def update_many_video_stats_with_retry(stats_path: Path, video_ids: Iterable[str], retries: int = 8, retry_delay: float = 0.2, **updates: str) -> None:
last_error: Exception | None = None
for _ in range(retries):
try:
update_many_video_stats(stats_path, video_ids, **updates)
return
except (EOFError, ValueError, OSError, zipfile.BadZipFile) as exc:
last_error = exc
time.sleep(retry_delay)
if last_error is not None:
raise last_error
def journal_lock_path(journal_path: Path) -> Path:
return journal_path.with_suffix(journal_path.suffix + ".lock")
def sidecar_status_dir(stats_path: Path) -> Path:
return stats_path.parent / "video_status"
def sidecar_status_path(stats_path: Path, video_id: str) -> Path:
return sidecar_status_dir(stats_path) / f"{video_id}.jsonl"
def append_status_journal(journal_path: Path, video_ids: Sequence[str], **updates: str) -> None:
journal_path.parent.mkdir(parents=True, exist_ok=True)
payload = {
"video_ids": list(video_ids),
"updates": {key: ("" if value is None else str(value)) for key, value in updates.items()},
"recorded_at": time.strftime("%Y-%m-%d %H:%M:%S"),
}
lock_path = journal_lock_path(journal_path)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
try:
with journal_path.open("a", encoding="utf-8") as journal_handle:
journal_handle.write(json.dumps(payload, ensure_ascii=False) + "\n")
finally:
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
def append_status_sidecar(stats_path: Path, video_id: str, **updates: str) -> None:
payload = {
"video_ids": [video_id],
"updates": {key: ("" if value is None else str(value)) for key, value in updates.items()},
"recorded_at": time.strftime("%Y-%m-%d %H:%M:%S"),
}
sidecar_path = sidecar_status_path(stats_path, video_id)
sidecar_path.parent.mkdir(parents=True, exist_ok=True)
lock_path = journal_lock_path(sidecar_path)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
try:
with sidecar_path.open("a", encoding="utf-8") as sidecar_handle:
sidecar_handle.write(json.dumps(payload, ensure_ascii=False) + "\n")
finally:
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
def update_video_stats_best_effort(stats_path: Path, journal_path: Path, video_id: str, **updates: str) -> Dict[str, str]:
append_status_sidecar(stats_path, video_id, **updates)
return {key: ("" if value is None else str(value)) for key, value in updates.items() if key in STATUS_FIELDS}
def update_many_video_stats_best_effort(stats_path: Path, journal_path: Path, video_ids: Sequence[str], **updates: str) -> None:
try:
update_many_video_stats_with_retry(stats_path, video_ids, **updates)
except Exception:
append_status_journal(journal_path, video_ids, **updates)
def _apply_payloads_to_stats(stats_path: Path, payloads: Sequence[dict]) -> int:
if not payloads:
return 0
update_count = 0
stats_lock_path = _lock_path(stats_path)
stats_lock_path.parent.mkdir(parents=True, exist_ok=True)
with stats_lock_path.open("a+", encoding="utf-8") as stats_handle:
fcntl.flock(stats_handle.fileno(), fcntl.LOCK_EX)
try:
stats = _load_stats_unlocked(stats_path)
for payload in payloads:
video_ids = [str(item) for item in payload.get("video_ids", []) if str(item)]
updates = payload.get("updates", {})
if not video_ids or not isinstance(updates, dict):
continue
for video_id in video_ids:
record = ensure_record(stats, video_id)
for key, value in updates.items():
if key in STATUS_FIELDS:
record[key] = "" if value is None else str(value)
update_count += 1
if update_count:
save_stats(stats_path, stats)
finally:
fcntl.flock(stats_handle.fileno(), fcntl.LOCK_UN)
return update_count
def apply_status_journal_to_stats(stats_path: Path, journal_path: Path, remove_applied: bool = True) -> int:
payloads = []
if journal_path.exists() and journal_path.stat().st_size > 0:
lock_path = journal_lock_path(journal_path)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
try:
if journal_path.exists() and journal_path.stat().st_size > 0:
for line in journal_path.read_text(encoding="utf-8").splitlines():
if line.strip():
payloads.append(json.loads(line))
if remove_applied:
journal_path.unlink(missing_ok=True)
finally:
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
sidecar_dir = sidecar_status_dir(stats_path)
if sidecar_dir.exists():
for sidecar_path in sorted(sidecar_dir.glob("*.jsonl")):
lock_path = journal_lock_path(sidecar_path)
with lock_path.open("a+", encoding="utf-8") as handle:
fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
try:
if sidecar_path.exists() and sidecar_path.stat().st_size > 0:
for line in sidecar_path.read_text(encoding="utf-8").splitlines():
if line.strip():
payloads.append(json.loads(line))
if remove_applied:
sidecar_path.unlink(missing_ok=True)
finally:
fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
if remove_applied:
lock_path.unlink(missing_ok=True)
return _apply_payloads_to_stats(stats_path, payloads)